Index

_

_cv_split (honcaml.benchmark.trainable.EstimatorTrainer attribute) _data (honcaml.data.transform.CrossValidationSplit attribute) _dataset (honcaml.benchmark.trainable.EstimatorTrainer attribute) (honcaml.steps.benchmark.BenchmarkStep attribute) (honcaml.steps.data.DataStep attribute) _estimator (honcaml.models.base.BaseModel attribute) _estimator_config (honcaml.steps.model.ModelStep attribute) _estimator_type (honcaml.models.base.BaseModel attribute) _execution_id (honcaml.tools.execution.Execution attribute) (honcaml.tools.pipeline.Pipeline attribute) _extract_settings (honcaml.steps.base.BaseStep attribute) _features (honcaml.data.normalization.Normalization attribute) _features_normalizer (honcaml.data.normalization.Normalization attribute) _load_settings (honcaml.steps.base.BaseStep attribute) _metadata (honcaml.tools.pipeline.Pipeline attribute) _metric (honcaml.benchmark.trainable.EstimatorTrainer attribute) (honcaml.steps.benchmark.BenchmarkStep attribute)

_mode (honcaml.steps.benchmark.BenchmarkStep attribute) _model (honcaml.benchmark.trainable.EstimatorTrainer attribute) (honcaml.steps.model.ModelStep attribute) _model_module (honcaml.benchmark.trainable.EstimatorTrainer attribute) _module (honcaml.data.transform.CrossValidationSplit attribute) _normalization (honcaml.data.base.BaseDataset attribute) _param_space (honcaml.benchmark.trainable.EstimatorTrainer attribute) _pipeline (honcaml.tools.execution.Execution attribute) _pipeline_config_file (honcaml.tools.execution.Execution attribute) _pipeline_content (honcaml.tools.pipeline.Pipeline attribute) _reported_metrics (honcaml.benchmark.trainable.EstimatorTrainer attribute) (honcaml.steps.benchmark.BenchmarkStep attribute) _step_settings (honcaml.steps.base.BaseStep attribute) _steps (honcaml.tools.pipeline.Pipeline attribute) _store_results_folder (honcaml.steps.benchmark.BenchmarkStep attribute) _target (honcaml.data.normalization.Normalization attribute) _target_normalizer (honcaml.data.normalization.Normalization attribute) _transform_settings (honcaml.steps.base.BaseStep attribute)

B

BaseBenchmark (class in honcaml.benchmark.base) BaseDataset (class in honcaml.data.base) BaseModel (class in honcaml.models.base)

BaseStep (class in honcaml.steps.base) BenchmarkStep (class in honcaml.steps.benchmark) build_model() (honcaml.models.base.BaseModel method)

C

clean_search_space() (honcaml.benchmark.base.BaseBenchmark method)

CrossValidationSplit (class in honcaml.data.transform)

D

dataset (honcaml.steps.data.DataStep property)

DataStep (class in honcaml.steps.data)

E

EstimatorTrainer (class in honcaml.benchmark.trainable) evaluate() (honcaml.models.base.BaseModel method)

execute() (honcaml.steps.base.BaseStep method) Execution (class in honcaml.tools.execution) extract_settings (honcaml.steps.base.BaseStep property)

F

features (honcaml.data.normalization.Normalization property)

features_normalizer (honcaml.data.normalization.Normalization property) fit() (honcaml.models.base.BaseModel method)

G

get_best_model_and_hyperparams_dict() (honcaml.steps.benchmark.BenchmarkStep method)

I

invalidate_experiment() (honcaml.benchmark.base.BaseBenchmark method)

L

load_checkpoint() (honcaml.benchmark.trainable.EstimatorTrainer method)

load_settings (honcaml.steps.base.BaseStep property)

M

model (honcaml.steps.model.ModelStep property)

ModelStep (class in honcaml.steps.model)

N

Normalization (class in honcaml.data.normalization)

normalization (honcaml.data.base.BaseDataset property)

P

Pipeline (class in honcaml.tools.pipeline)

predict() (honcaml.models.base.BaseModel method) preprocess() (honcaml.data.base.BaseDataset method)

R

read() (honcaml.data.base.BaseDataset method) (honcaml.models.base.BaseModel static method) run() (honcaml.steps.base.BaseStep method) (honcaml.steps.benchmark.BenchmarkStep method) (honcaml.steps.data.DataStep method) (honcaml.steps.model.ModelStep method) (honcaml.tools.execution.Execution method) (honcaml.tools.pipeline.Pipeline method)

S

save() (honcaml.data.base.BaseDataset method) (honcaml.models.base.BaseModel method) save_checkpoint() (honcaml.benchmark.trainable.EstimatorTrainer method)

setup() (honcaml.benchmark.trainable.EstimatorTrainer method) split() (honcaml.data.transform.CrossValidationSplit method) step() (honcaml.benchmark.trainable.EstimatorTrainer method) step_settings (honcaml.steps.base.BaseStep property)

T

target (honcaml.data.normalization.Normalization property)

target_normalizer (honcaml.data.normalization.Normalization property) transform_settings (honcaml.steps.base.BaseStep property)